Evidence map›Paper›PMID 35698272›Full record

ArticleJournal of the National Cancer Institute2022

A Novel Locus on 6p21.2 for Cancer Treatment-Induced Cardiac Dysfunction Among Childhood Cancer Survivors.

Yadav Sapkota, Matthew J Ehrhardt, Na Qin, Zhaoming Wang, Qi Liu, Weiyu Qiu, Kyla Shelton, Ying Shao, Emily Plyler, Heather L Mulder and 18 more

Open access · greenAbstract read
In one paragraph

Article in Journal of the National Cancer Institute, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed, 4 pooled it
4.6field-weighted citation impact, top 6% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

9 citing papers in PubMed, 4 syntheses or guidelines pooled it, 12 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Pooled it
  4. Pooled it
  5. Cardiac Manifestations ofHealth science reports · 2026
    Review
  6. Predicting the 10-year risk of cardiomyopathy in long-term survivors of childhood cancer.Annals of oncology : official journal of the European Society for Medical Oncology · 2025
    Article
  7. Review
  8. Article
  9. Uncovering the Genetic Etiology of the (Posttherapy) Broken Heart.Journal of the National Cancer Institute · 2022
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

28 authors at 9 institutions in 2 countries.

Yadav SapkotaDepartment of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA.ORCID 0000-0001-5943-9454
Matthew J EhrhardtDepartment of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA.
Na QinDepartment of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA.
Zhaoming WangDepartment of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA.ORCID 0000-0001-7556-3869
Qi LiuSchool of Public Health, University of Alberta, Edmonton, AB, Canada.ORCID 0000-0002-7208-515X
Weiyu QiuSchool of Public Health, University of Alberta, Edmonton, AB, Canada.
Kyla SheltonDepartment of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA.
Ying ShaoDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA.
Emily PlylerDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA.
Heather L MulderDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA.
John EastonDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA.ORCID 0000-0003-4503-6608
J Robert MichaelDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA.
Paul W BurridgeDepartment of Pharmacology, Northwestern University, Chicago, Il, USA.
Xuexia WangDepartment of Mathematics, University of North Texas, Denton, TX, USA.
Carmen L WilsonDepartment of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA.
John L JefferiesDivision of Cardiovascular Disease, The University of Tennessee Health Science Center, Memphis, TN, USA.
Eric J ChowClinical Research Division, Fred Hutchinson Cancer Research Center, WA, USA.ORCID 0000-0001-7712-961X
Kevin C OeffingerDepartment of Community and Family Medicine, Duke University, Durham, NC, USA.
Lindsay M MortonRaditional Oncology Branch, National Cancer Institute, Bethesda, MD, USA.
Chunliang LiDepartment of Tumor Cell Biology, St. Jude Children's Research Hospital, Memphis, TN, USA.ORCID 0000-0002-5938-5510
Jun J YangDepartment of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA.
Jinghui ZhangDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA.ORCID 0000-0003-3350-9682
Smita BhatiaInstitute of Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA.
Daniel A MulrooneyDepartment of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA.ORCID 0000-0003-2351-9115
Melissa M HudsonDepartment of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA.
Leslie L RobisonDepartment of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA.ORCID 0000-0001-7460-8578
Gregory T ArmstrongDepartment of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA.
Yutaka YasuiDepartment of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA.ORCID 0000-0002-7717-8638
St. Jude Children's Research Hospital · USUniversity of Alberta · CADuke University · USFred Hutch Cancer Center · USNational Cancer Institute · USNorthwestern University · USUniversity of Alabama at Birmingham · USUniversity of North Texas · USUniversity of Tennessee Health Science Center · US

Funding

Viral Vector Technology (VVTSR)P30CA021765 · NCI · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI CHARLES ROBERTS · 1985 to 2026
$166.9M
Mach-LETSGO: Machine-LEarning of Treatment, Survey, and Genetics towards Obtaining Correct Classification of Chronic Conditions in Adult Survivors in the Childhood Cancer Survivor Study - CCSS SupplU24CA055727 · NCI · UNIVERSITY OF MINNESOTA TWIN CITIES · PI Gregory Armstrong · 1999 to 2026
$96.7M
The St. Jude Lifetime CohortU01CA195547 · NCI · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI HUDSON, MELISSA M, NESS, KIRSTEN KIMBERLIE · 2015 to 2024
$14.9M
Predicting and Preventing Chemotherapy-InducedCardiotoxicity in African American ChildrenR01CA261898 · NCI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI BURRIDGE, PAUL W., SAPKOTA, YADAV · 2021 to 2025
$3.6M
Late Effects Prediction using Clinical Phenotypes and Whole Genome SequencingR01CA216354 · NCI · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI YASUI, YUTAKA, ZHANG, JINGHUI · 2017 to 2021
$3.4M
Genomic Prediction of Doxorubicin-Induced CardiotoxicityR01CA220002 · NCI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI BURRIDGE, PAUL W., STRANGER, BARBARA E · 2018 to 2022
$1.8M
NCI NIH HHS P30 CA021765NCI NIH HHS R01 CA216354NCI NIH HHS R01 CA220002NCI NIH HHS R01 CA261898NCI NIH HHS U01 CA195547NCI NIH HHS U24 CA055727
6 · The paper itself

Abstract

backgroundAdult survivors of childhood cancer are at increased risk of cardiac late effects.

methodsUsing whole-genome sequencing data from 1870 survivors of European ancestry in the St. Jude Lifetime Cohort (SJLIFE) study, genetic variants were examined for association with ejection fraction (EF) and clinically assessed cancer therapy-induced cardiac dysfunction (CCD). Statistically significant findings were validated in 301 SJLIFE survivors of African ancestry and 4020 survivors of European ancestry from the Childhood Cancer Survivor Study. All statistical tests were 2-sided.

resultsA variant near KCNK17 showed genome-wide significant association with EF (rs2815063-A: EF reduction = 1.6%; P = 2.1 × 10-8) in SJLIFE survivors of European ancestry, which replicated in SJLIFE survivors of African ancestry (EF reduction = 1.5%; P = .004). The rs2815063-A also showed a 1.80-fold (P = .008) risk of severe or disabling or life-threatening CCD and replicated in 4020 Childhood Cancer Survivor Study survivors of European ancestry (odds ratio = 1.40; P = .04). Notably, rs2815063-A was specifically associated among survivors exposed to doxorubicin only, with a stronger effect on EF (3.3% EF reduction) and CCD (2.97-fold). Whole blood DNA methylation data in 1651 SJLIFE survivors of European ancestry showed statistically significant correlation of rs2815063-A with dysregulation of KCNK17 enhancers (false discovery rate <5%), which replicated in 263 survivors of African ancestry. Consistently, the rs2815063-A was associated with KCNK17 downregulation based on RNA sequencing of 75 survivors.

conclusionsLeveraging the 2 largest cohorts of childhood cancer survivors in North America and survivor-specific polygenomic functional data, we identified a novel risk locus for CCD, which showed specificity with doxorubicin-induced cardiac dysfunction and highlighted dysregulation of KCNK17 as the likely molecular mechanism underlying this genetic association.

Indexed as

Cancer SurvivorsHeart DiseasesNeoplasmsAdultChildCohort StudiesDoxorubicinHumansDoxorubicin

Identifiers

PMID35698272
PMCPMC9360468
OpenAlexW4282828844

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.